• DocumentCode
    3130701
  • Title

    Intelligent coding of facial expression using neural network and morphing

  • Author

    Itoi, Kiyoaki ; Misono, Yasushi ; Kobayashi, Yukio

  • Author_Institution
    Dept. of Electron., Chiba Inst. of Technol., Narashino, Japan
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    352
  • Lastpage
    355
  • Abstract
    In face-to-face communication, facial expressions provide valuable information. Video telephones enable such communication between people at distant places. However, in order to obtain a high-quality image, the transmission bit rate must be high. We propose the basic principle for intelligent coding of facial expressions, and suggest the possibility of an extremely low-bit-rate communication system using the code. This system encodes only an image of a speaker´s face and greatly reduces the transmission bit rate (about 500 bits/sec) using knowledge of the facial expressions of the speaker. Natural facial expression and their changes are observed through experiments
  • Keywords
    image coding; image morphing; multimedia communication; neural nets; videotelephony; 500 bit/s; face-to-face communication; high-quality image; intelligent coding; low-bit-rate communication system; morphing; natural facial expression; neural network; speaker face image; transmission bit rate; video telephones; Bit rate; Image communication; Information analysis; Intelligent networks; Neural networks; Neurons; Neurotransmitters; Telephony; Transmitters; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Multimedia, Video and Speech Processing, 2001. Proceedings of 2001 International Symposium on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    962-85766-2-3
  • Type

    conf

  • DOI
    10.1109/ISIMP.2001.925406
  • Filename
    925406